Rona Nisa Sofia Amriza, Yudha Saintika, Aruga Yudish Firmansyah
{"title":"The Investigation of Student Engagement as Mediator in ICT Readiness and Experience on E-Learning Effectiveness in Post-Pandemic Recovery","authors":"Rona Nisa Sofia Amriza, Yudha Saintika, Aruga Yudish Firmansyah","doi":"10.1109/ICISS55894.2022.9915172","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915172","url":null,"abstract":"E-learning is an asynchronous or synchronous communication mode to confirm knowledge through electronic media. The implementation of e-learning in Indonesia has many challenges, including the low independent learning culture, which creates the perception that the absence of direct interaction between lecturers and students and e -learning does not always enhance students' abilities to study independently. The effectiveness of e-learning needs to assess to assist e-learning providers with product customization so that e-learning matches the needs and expectations of users. This study analyzes the effect of information and communication technology (ICT) readiness and experience on the effectiveness of e-learning with student engagement as a mediator. This research used Structural Equation Modeling Partial Least Square (SEM-PLS) to test the hypothesis. The results of this study are the mediation of emotional engagement on readiness, cognitive engagement on information seeking, cognitive engagement on socialization and behavior engagement on readiness and socialization have a significant effect on e-learning effectivity.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130997649","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"STR-DNA Matching and Family Relation Using Bayesian Inference","authors":"Maria Susan Anggreainy, N. Soedarsono, B. Widjaja","doi":"10.1109/ICISS55894.2022.9915180","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915180","url":null,"abstract":"The research proposed Bayesian inference with a likelihood ratio approach to identifying an individual if the family had no parents. The research is by identifying Short Tandem Repeat (STR-DNA) from living families like siblings, grandparents, uncles, nephews, and cousins. The results of measurement similarity DNA profile for cousins cannot be used because the value of similarity does not reach 50%, while for siblings, grandparents, uncle-aunt, and nephew can reach above 50%. Precision value with Bayesian gains 100% for siblings, grandparents, uncles, and nephews.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"71 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127085183","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Throwing Activity Detection Using CCTV and Video Analytics for Safety and Security in Railway Station","authors":"Vincentius Ian Widi Nugroho, F. Hidayat","doi":"10.1109/ICISS55894.2022.9915127","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915127","url":null,"abstract":"CCTV and video analytics could assist in maintaining the safe and secure aspect of smart city. One necessity of keeping safety and security in railway stations is aggression monitoring such as throwing. A video analytics feature using video analytics and OpenPose is proposed to be added to an existing VIANA platform for railways station in Bandung. Deep learning processes to get this feature integrated in VIANA must be done including dataset preparation, training, inferencing design, and integration. This feature is proven to be effective functionally and nonfunctionally with a 76% precision, 86% recall, and 79% accuracy as well as 28% GPU utilization, 6% memory utilization and 61°C GPU temperature.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127512061","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Combination of Digital Twin and Augmented Reality: A Literature Review","authors":"Ahmad Ali Hakam Dani, S. Supangkat","doi":"10.1109/ICISS55894.2022.9915160","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915160","url":null,"abstract":"The term digital twin has gained a lot of traction and has seen an increase in interest in recent years in both academia and industry. The concept of a digital twin allows a person to interact with a digital object that is created similarly to a physical object so that the interaction feels the same as interacting with a physical object. Synchronization of real-world behavior in a system known as the Cyber-Physical System. Often data is combined with a 3D Computer-Aided Design model to improve data visualization and make interactions more realistic. One of the tools that can be used in this visualization is Augmented Reality. Research on the combination of AR and digital twin is still a little done, even though the combination of the two technologies can promise interaction with virtual objects in the application of digital twin becomes more realistic so that in the process of monitoring, simulation, maintenance, and decision making can be more accurate. The main focus of this paper is how the framework or model of a combination of digital twin technologies and augmented reality can help with data and information understanding and decision making.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"130712650","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Comparison of CNN and DNN Performance on Intrusion Detection System","authors":"Muhammad Arief, S. Supangkat","doi":"10.1109/ICISS55894.2022.9915157","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915157","url":null,"abstract":"Intrusion Detection Systems (IDS) are being used to automatically identify and categorize intrusions or cyberattacks on network infrastructure and hosts in a timely manner. IDS can be divided into three groups based on the way it detects abnormalities: anomaly-based, signature-based, and hybrid IDS. Generally, a signature-based method works best against recognized cyberattacks, while an anomaly-based method works best against unrecognized or unprecedented cyberattacks. The anomaly-based detection system has a weakness because it has the potential to generate a high false-positive rate. Machine learning approaches are being used to construct models for detecting intrusion in the majority of anomaly-based IDS research conducted with artificial intelligence. However, because deep learning is projected to deliver higher performance and can handle feature selection automatically, deep learning techniques are continuing to be widely utilized for intrusion detection systems, in line with the expanding usage of deep learning in different domains. The performances of two deep learning techniques in IDS, namely Convolutional Neural Network and Deep Neural Network, are compared in this article. Precision, accuracy, and true positive rate/recall are the metrics used to evaluate performance. The dataset utilized in this investigation was the KDD Cup 99.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"20 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115863647","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Darmawan, Muhsi Muhsi, Mohammad Waail Al Wajieh, Moh. Bhanu Setyawan, Agus Komarudin, Fathorrozi Ariyanto
{"title":"Predicting Smart Regency Readiness on Sub-Urban Area in Indonesia: A perspective of Technology Readiness Index 2.0","authors":"A. Darmawan, Muhsi Muhsi, Mohammad Waail Al Wajieh, Moh. Bhanu Setyawan, Agus Komarudin, Fathorrozi Ariyanto","doi":"10.1109/ICISS55894.2022.9915246","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915246","url":null,"abstract":"Many e-Government studies have devised different ways to measure how ready a smart city is to use ICT. But many research notes show that the conceptual readiness framework is hard for e-Government researchers to understand. These challenges have included a lack of a scientifically valid model framework and readiness models for village and sub-urban areas, which have been common in numerous developing countries like Indonesia. This study aims to use a readiness model from Parasuraman's (2015) Technology Readiness Index 2.0 (TRI 2.0) framework to determine how ready Sub Urban areas in Indonesia are. By looking at how the mobile-based Smart Regency services were used, the TRI 2.0 framework was changed so that it could be used to measure sub-urban areas in Sumenep and Pamekasan Regencies, Madura Island Districts. A random, stratified, and purposeful sampling method was used to get information from 148 service users and smart city stakeholders. Analysis of data using SmartPLS 3.2 software and structural equation modeling indicated that the four TRI 2.0 model aspects, namely Innovativeness (5,669), Optimism (3,813), Discomfort (7,033), and Insecurity(7,096), all of these have significant effects on Smart Regency Readiness. This research provides a scientific contribution by adapting the TRI 2.0 model in Sub Urban in Indonesia, which is still rarely studied. This research makes a practical contribution by recommending that smart regency stakeholders pay close attention to important factors that affect how ready smart regency development is in underdeveloped countries, especially Indonesia.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"50 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122434735","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Ramelan, Annisa Larasati Febrianingrum, F. Adriyanto, M. E. Sulistyo, M. A. Rizqulloh
{"title":"Design and Simulation of Monitoring Current, Voltage, and Temperature of 60WP Solar Panel Using Solar Tracker, Passive Cooling, and Reflector","authors":"A. Ramelan, Annisa Larasati Febrianingrum, F. Adriyanto, M. E. Sulistyo, M. A. Rizqulloh","doi":"10.1109/ICISS55894.2022.9915149","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915149","url":null,"abstract":"Fossil energy such as oil, geothermal, and coal are sources of electrical energy that dominate electrical energy in Indonesia. If this continues, it will cause the energy extinct. The breakthrough of renewable energy development in Indonesia is expected to be an alternative energy source to replace the energy that has been used, which more efficient and environmentally friendly, one of which is solar panels. However, although it can be used as an alternative, it cannot be denied that the technology offered has disadvantages due to the many conditions that can affect the amount of solar panel output power such as irradiance, temperature, environmental conditions, etc. This paper aims to provide a new idea about an effective and efficient system to minimize the shortage of solar panels. This paper presents the design of several methods to increase the output power of solar panels such as solar tracker, passive cooling, and reflector. This paper also presents simulation of solar tracker, temperatur, voltage, and current sensors. From the design results, it can be concluded that among some of the proposed design methods will be obtained by combining methods that maximize the acceptance of light by solar panels without any temperature increase.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131497304","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Darmawan, Fauzan Masykur, Muhsi Muhsi, B. Umam, Rofiuddin Rofiuddin
{"title":"Proposing Enterprise Architecture for Smart Regencies in Indonesia: A Perspective of Zachman Framework (ZF)","authors":"A. Darmawan, Fauzan Masykur, Muhsi Muhsi, B. Umam, Rofiuddin Rofiuddin","doi":"10.1109/ICISS55894.2022.9915118","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915118","url":null,"abstract":"Enterprise Architecture (EA) has become a necessity for organizations to address their business, data, infrastructure, and information systems. EA deployment in the government sector (e-government) is seen crucial for enhancing the effectiveness of electronic-based service delivery. Unfortunately, there are some crucial challenges to the fundamental requirements of EA in the e-Government sector. There are still partially implemented, lack understanding of technological advances, lack of understanding architectural framework usability, does not have good documentation, and slow service. There is no certainty of normative standardization for operating procedures. Several studies have been conducted to solve these problems. However, its steps are not articulated systematically, nor are the requirements for designing an enterprise architecture for e-government described. This study aims to employ EA for Smart Regency, the unique characteristics of suburban areas in Indonesia. This research conducted Zachman Framework (ZF) as Enterprise Architecture Planning (EAP) methodology. This research has produced the Mapping of EA Model, EA List and Classification of Critical Success Factor, EA Model of Hierarchy Enabling factors, EA Value Chain, and EA Business Process Modeling from Smart Regency Development. This research contributes to exploring and selecting the appropriate e-Government EA framework for Smart Regency service architecture in Indonesia. It helps local government and stakeholders to attend to more crucial factors in developing Smart Regency EA.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128050274","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
A. Darmawan, Mohammad Waail Al Wajieh, Agus Komarudin, Moh. Bhanu Setyawan, B. Umam, Rofiuddin Rofiuddin
{"title":"Analysis of The Critical Factors Influence Smart Regency Development with Interpretive Structural Modelling(ISM) Approach","authors":"A. Darmawan, Mohammad Waail Al Wajieh, Agus Komarudin, Moh. Bhanu Setyawan, B. Umam, Rofiuddin Rofiuddin","doi":"10.1109/ICISS55894.2022.9915234","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915234","url":null,"abstract":"The high failure rate of e-Government implementation in developing countries was the impetus for researching the factors influencing success. Exploring CSFs is crucial to avoid failures. However, e-Government implementation is not simple. E-Government is more than simply introducing web-based technologies to government, but it is a complex social system that addresses the most pressing social issues. Several researchers have explored Critical Success Factors (CSF) for e-Government implementation successful but have not found satisfactory results. Based on the literature search, there are still very few studies exploring CSF and describing the relationship among critical factors that determine the success of e-Government in developing countries, including Indonesia. This research aims to understand the relationship of inter-sub element linkage from the factors that determine the success of Smart Regency, a concept for implementing e-Government in Sub Urban areas in Indonesia. The method used is the Interpretive Structural Model (ISM) approach, a form of ranking elements introduced by J. Warfield based on the relationship between elements. The research was conducted by expert judgment on the relationship between 11 elements that influence the success of a smart regency. The results show that the top three elements' most significant factor was the Open Government Data element (level 1), followed by the E-Service Adoption, Public-Private Partnership (Level 2) element. This research contributes in two ways. The first is theoretically by providing scientific contributions to the relationship between factors that influence the success of smart districts based on the ISM perspective, and practical contributions by providing recommendations to local governments and stakeholders to pay more attention to the factors that build smart regencies.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129661957","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Amadika Daffa Verlinan, Fauzan Hiroki Imam, Anisa Atsilah, Nanda Ilham Harahap, Muhammad Wildan Nugraha, C. Apriono
{"title":"Design of Mass Rapid Transit Phase 2 Optical Fiber Network for Backbone Communication","authors":"Amadika Daffa Verlinan, Fauzan Hiroki Imam, Anisa Atsilah, Nanda Ilham Harahap, Muhammad Wildan Nugraha, C. Apriono","doi":"10.1109/ICISS55894.2022.9915192","DOIUrl":"https://doi.org/10.1109/ICISS55894.2022.9915192","url":null,"abstract":"Train transportation has come in many ways through outstanding development in design and construction overall this decade. A higher reach in areas is critical to increasing the capacity and distribution of goods. During the decade, there has already been a development of train transportation called Mass Rapid Transit (MRT) in different phases, including phase one was already built in Jakarta. This research proposes a design and analysis of the second phase. The station expands from Thamrin to Ancol at 11.8 km through the fiber optics network to ensure a faster communication speed. The proposed technology uses ITU-T G.652.B as the optical cable and OPT155-3120xxxR as the transceiver. The single-mode optical fiber with zero-dispersion at 1310 nm is a duplex connection with a 155 Mbps data rate and uses an InGaAs pin photodiode as the photodetector. Mathematical computation of BER, rise time budget, and power link budget will be done for each station. The receiving power ranges from -25.58 ~ -27.90 dBm, with the upmost receiver sensitivity of about -34 dBm. Every station's calculation rise time budget has a range between 2.000005 ~ 2.0013 ns with the allowable parameter of 4.52 ns. As for BER, the results obtained were 10-12. Therefore, the gathered results of the data rate are adequate. In addition to BER, rise time and power link budgets were also achieved. A detailed estimation of power ranges and receiver sensitivity proved that the parameters were met through the link conditions. The calculation of the design of the technology is based on the ongoing project of MRT. The proposed technology has the potential to develop mass public applications and mainly focus on improving capacity and faster transportation.","PeriodicalId":125054,"journal":{"name":"2022 International Conference on ICT for Smart Society (ICISS)","volume":"144 2 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-08-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129537100","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}